{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bb6702a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a1e4d0ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "X=np.arange(0,10)\n",
    "Y=np.random.randint(0,100,10)\n",
    "Y1=np.random.randint(0,100,10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "a9db8e9f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(2,2),# 宽，高\n",
    "          dpi=300, # 指定画布分辨率\n",
    "          )\n",
    "plt.plot(X,Y,\n",
    "        color='#007b91',\n",
    "        linestyle='-',\n",
    "        marker='^',\n",
    "        linewidth=1,\n",
    "       label='Y' )\n",
    "plt.plot(X,Y1,# 只给一个数组，默认是Y,自动从0开始填充数，作为X\n",
    "         color='#c96c5f',\n",
    "         marker='o',\n",
    "         label='Y1'\n",
    "#          'r-o' # 简写颜色，线性，标记点\n",
    "        ) \n",
    "plt.title('随机数折线图',\n",
    "         fontsize=3,#字的大小\n",
    "         loc='center' # 控制位置\n",
    "         )\n",
    "plt.legend() # 更准确\n",
    "# plt.legend(['Y1','Y'])   \n",
    "plt.ylabel('因变量',\n",
    "           fontsize=15,#字的大小\n",
    "         loc='top', # 控制位置\n",
    "          color='#00a6c0'\n",
    "          )\n",
    "plt.xlabel('自变量',\n",
    "           fontsize=15,#字的大小\n",
    "         loc='left' # 控制位置\n",
    "          )\n",
    "plt.yticks([0,9],\n",
    "           ['起点','∞'],\n",
    "          fontsize=15,#字的大小\n",
    "          rotation=45\n",
    "          )\n",
    "plt.grid(linestyle=':',\n",
    "        color='#c96c5f')\n",
    "plt.text(0,0,  # 文本框的左下角\n",
    "         '原点',\n",
    "        color='#000000',\n",
    "        verticalalignment='center', # 下边\n",
    "         horizontalalignment='center', # 右边\n",
    ")\n",
    "\n",
    "plt.savefig('第一次的绘图.jpg')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "62dd650d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
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